Alternatives and similar repositories for Autoformer:

Users that are interested in Autoformer are comparing it to the libraries listed below

• cingtiye / A-Dual-Stage-Attention-Based-Recurrent-Neural-Network-for-Time-Series-Prediction
  ☆18Updated 5 years ago
• petecheng / Time2GraphPlus
  Source codes for Time2Graph+ model.
  ☆33Updated 4 years ago
• LeronQ / DA-RNN
  ☆44Updated 4 years ago
• weifantt / DEPTS
  ☆41Updated 3 years ago
• ostadabbas / DSARF
  DSARF: Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting (AAAI2021)
  ☆23Updated 3 years ago
• johnson7788 / AlphaMix
  ☆26Updated 2 years ago
• midas-research / hyper-stockgat-www
  Code for Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for Algorithmic Trading at WWW 2021
  ☆20Updated 3 years ago
• VincLee8188 / Spatio-temporal-forecasting-PyTorch
  Leverage on recent advances in graph convolution and sequence modeling to design neural networks for spatio-temporal forecasting, which i…
  ☆24Updated 4 years ago
• lixiaojieff / HGTAN
  ☆53Updated 3 years ago
• louisoutin / bert_timeseries
  Multivariate time series representation learning (using bert-like model adapted for TS)
  ☆16Updated 3 years ago
• alipay / RGSL
  ☆43Updated 2 years ago
• yuxiangalvin / Stock-Move-Prediction-with-Adversarial-Training-Replicate
  This github repo contains my replicate experiments of paper 'Enhancing Stock Movement Prediction with Adversarial Training'.
  ☆20Updated 4 years ago
• pengzhangzhi / spatial-temporal-transformer
  traffic flow prediction
  ☆23Updated 2 years ago
• aaqib-ali / LSTNet_Pytorch
  Update Code for Modeling Long and Short-Term Temporal Patterns with Deep Neural Networks.(https://arxiv.org/abs/1703.07015)
  ☆33Updated 5 years ago
• Flawless1202 / Non-AR-Spatial-Temporal-Transformer
  Implementation of the paper NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting.
  ☆76Updated 3 years ago
• SirAlex900 / FeatureProgramming
  ☆41Updated last year
• zhangxjohn / Reversible-Instance-Normalization
  Implementation of RevIN is based on TF2.Keras and PyTorch.
  ☆26Updated last year
• zhycs / LaST
  Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022
  ☆77Updated 2 years ago
• Wentao-Xu / IGMTF
  The source code and data of the paper "Instance-wise Graph-based Framework for Multivariate Time Series Forecasting".
  ☆31Updated 3 years ago
• shuowang-ai / graph-neural-network-pyg
  PyG (a geometric extension library for PyTorch) implementation of several Graph Neural Networks (GNNs): GCN, GAT, GraphSAGE, etc.
  ☆50Updated 5 years ago
• DAMO-DI-ML / KDD2022-Quatformer
  Source code of KDD'22 paper: Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting
  ☆28Updated last year
• marscrazy / MTDNN
  Multi-scale Two-way Deep Neural Network
  ☆44Updated 4 years ago
• DAMO-DI-ML / NeurIPS2022-FiLM
  Source code of NeurIPS'22 paper: FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting
  ☆33Updated 2 years ago
• sakuranew / attention-pytorch
  pytorch实现的基于attention is all your need提出的Q,K,V的attention模板和派生的attention实现。
  ☆21Updated 5 years ago
• xlwang233 / pytorch-DCRNN
  PyTorch implementation of Diffusion Convolutional Recurrent Neural Network
  ☆49Updated 4 years ago
• JLDeng / ST-Norm
  [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"
  ☆56Updated 9 months ago
• Z-GCNETs / Z-GCNETs
  ☆40Updated 3 years ago
• wss1996 / Name-disambiguation
  同名论文消歧的工程化方案（参考2019智源-aminer人名消歧竞赛第一名方案）
  ☆24Updated 2 years ago
• Ajim63 / Attention-Based-Dynamic-Graph-Learning-Framework-for-Asset-Pricing
  This is a tensorflow-keras implementation of our paper "Attention Based Dynamic Graph Learning Framework for Asset Pricing"
  ☆14Updated 3 years ago
• Sanyam-Mehta / TPA-LSTM-PyTorch
  This is the PyTorch implementation of TPA-LSTM
  ☆59Updated 5 years ago